The Statistics Online Computational Resource (SOCR) designs, validates and freely disseminates knowledge. SOCR invents, implements, confirms, and shares cutting-edge tools and end-to-end computational protocols for study designs, mathematical modeling, probability inference, statistical computing, and artificial intelligence. Working with collaborators, these resources are applied in a wide range of applications from health discoveries to STEM education, technology-enhanced instruction, and predictive big data analytics.
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SOCR Artificial Intelligence Bot (AI Bot)
Interactive data analytics & synthetic text, code & image generation.
SOCRAT: Statistics Online Computational Resource Analytical Toolbox
Interactive Data Wrangling and Analytics.
SOCR TCIU Spacekime Analytics
Complex-Time Representation and Analytics of Longitudinal Data.
SOCR Electronic Medical Record DataSifter
On-the-fly de-identification of sensitive Clinical/Epic/PHI data.
Data Science and Predictive Analytics (DSPA)
Advanced Data Science Methods and Biomedical Applications.
Compressive Big Data Analytics (CBDA)
Mathematical framework for statistical inference of complex data.
SOCR Statistical Analyses
Interactive web-based tools for Exploratory Data Analysis and data plotting.
SOCR Data Modeler
Interactive SOCR tools for parametric data modeling.
SOCR Electronic Wiki Book (EBook)
Internet-based, technology-enhanced probability and statistics EBook.
SOCR Data Dashboard
Graphical Aggregation, Query and Visualizaiton of Complex Datasets.
SOCR Virtual Experiments
Interactive simulations of scientific concepts and natural phenomena.
SOCR Learning Activities
Hands-on learning modules, data and instructional resources.
SOCR Advanced Placement Resources
AP Statistics materials.
SOCR Charts
Tools for exploratory data analysis.
SOCR Data
A large collection of free and heterogeneous datasets.
SOCR Distributions
Interactive probability distribution calculators.
SOCR Resource Graphical Navigator
Interactive viewer for exploring the web of SOCR resources.
About SOCR
Learn about SOCR, find details about the SOCR projects, team, publications, licenses and organization, and discover the broad spectrum of SOCR materials.
Consulting
SOCR faculty, research staff and students provide consulting services to academic trainees, scolars and centers, state and government organizations, industry partners, and non-profit entities. Services cover study designs, biostatistics, statistical analysis, data science, visualization, ML/AI, forecasting, computing math modeling, data management, etc.
SOCR Books
SOCR Internet-based probability, statistics, applied methods, data analytic and health science books, including the Probability and Statistics EBook, the Scientific Methods for Health Sciences (SMHS) EBook, the Data Science and Predictive Analytics (DSPA) Book, the Spacekime Analytics TCIU Book, and other textbooks referencing SOCR resources.
Navigators
Graphical, keyword and hyperbolic navigators for traversing, discovery and exploration of the variety of SOCR resources.